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nature-data

Draft and audit Nature Data Availability statements with FAIR metadata checks.

Updated May 13, 2026
Search Tags:#data availability#data citation#bilingual writing#fair metadata#nature portfolio#controlled access#dataset accession
One-click install
npx skills add https://github.com/Ricardo-Vae/codex-research-skills --skill nature-data-ricardo-vae
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: nature-data
Source: https://github.com/Ricardo-Vae/codex-research-skills/tree/main/skills/nature-skills/nature-data
Command: npx skills add https://github.com/Ricardo-Vae/codex-research-skills --skill nature-data-ricardo-vae

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps you create and verify publication-ready Nature / Springer Nature Data Availability statements that clearly map every supporting dataset to a durable access route, including FAIR metadata and DataCite-style dataset citation checks.

Core Features & Use Cases

  • Nature-ready Data Availability drafting: Produce ready-to-paste English statements based on journal expectations and explicit dataset-to-repository mapping.
  • Audit and risk flagging: Identify missing repository records, weak “available on request” wording, absent licenses, unclear provenance, and embargo/access condition gaps before submission.
  • Bilingual-aware Chinese-to-English alignment: Convert Chinese author notes and intent into precise Nature-style availability wording, while preserving short Chinese notes for unresolved author confirmations.

Quick Start

Use the nature-data skill to convert your Chinese data-availability notes into a Nature-style English Data Availability statement and FAIR/identifier audit checklist.

Frequently Asked Questions about nature-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a Nature-ready Data Availability statement for manuscript submission?▼

Draft a Nature-ready Data Availability statement by mapping every supporting dataset to a durable access route. The process produces submission-ready English text and a FAIR metadata audit checklist covering repository records, licenses, and provenance.

What is FAIR metadata auditing for dataset citations?▼

FAIR metadata auditing verifies dataset citations for publication submission by checking identifier mapping including DOI, Handle, and ARK. It flags missing repository records, weak wording, absent licenses, and unclear provenance before submission.

How do I convert Chinese data availability notes into English for a Nature submission?▼

Convert Chinese author notes into precise Nature-style availability wording through bilingual-aware alignment. This preserves short Chinese notes for unresolved confirmations while generating submission-ready English statements.

Can I use controlled access data in a Springer Nature Data Availability statement?▼

Yes, controlled access data is supported in Springer Nature Data Availability statements. The drafting process handles repository selection, maps dataset-to-location routes, and flags embargo or access condition gaps without fabricating accessions.

What happens if my dataset accession or DOI is missing during data citation drafting?▼

When dataset accession or DOI identifiers are missing, the data citation drafting flags them as unresolved confirmation items. It avoids fabricating accessions and outputs a checklist of missing identifiers, licenses, and provenance details for author verification.

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